The present invention provides biodegradable polymer particle delivery compositions for delivery of macromolecular biologics, for example in crystal form, based on polymers, such as polyester amide (PEA), polyester urethane (PEUR), and polyester urea (PEU) polymers, which contain amino acids in the polymer. The polymer particle delivery compositions can be formulated either as a liquid dispersion or a lyophilized powder of polymer particles containing bound water molecules with the macromolecular biologics, for example insulin, dispersed in the particles. Bioactive agents, such as drugs, polypeptides, and polynucleotides can also be delivered by using particles sized for local, oral, mucosal or circulatory delivery. Methods of delivering a macromolecular biologic with substantial native activity to a subject, for example orally, are also included.